Mplus VERSION 8.10
MUTHEN & MUTHEN
08/07/2025   2:08 PM

INPUT INSTRUCTIONS

  ! KRAUSE & LEWIS "AGENCY PERFORMANCE" PROJECT (AUGUST 7, 2025)




  ! JPAM CONDITIONAL ACCEPTANCE STAGE REVISIONS: UPDATE CODE TO INCLUDE 2024 DATA






  ! ESTIMATE TWO [2] F1 SUB-DIMENSIONS OF ORGANIZATIONAL PERFORMANCE PER BAYESIAN EFA

  ! MOVE ALL FOUR GSA CORE FUNCTION MEASURES TO F1B DIMENSION




  ! MODEL 6: ANALYZE "ORGANIZATIONAL PERFORMANCE" DIMENSION WITH TWO FACTORS
  !         [OMITTING NON-FEVS YEARS [2000, 2001, 2003, 2005, 2007, & 2009]]



  ! ESTIMATING BAYESIAN STRUCTURAL EQUATION MEASUREMENT [BSEM] MODELS






  ! ADOPT FULL AGENCY AVERAGES ["g_"} &

  ! AGENCY EMPLOYMENT ADJUSTED COUNT DATA FOR OBJECTIVE MEASURES ["r_"] WHEN APPROPRIATE





  ! Read in the database in Mplus format (i.e., *.dat) - FREE FORMAT




  TITLE: MODEL 6: MODEL: ORGANIZATIONAL PERFORMANCE DATABASE (AUGUST 6, 2025)


  DATA: FILE IS C:\Users\gk57526\Dropbox\AP_Mplus\Mplus Data\kl_mplus_data_080625.dat;



  ! NOTE 3: Do Not Need Data Format Command (FORMAT) Since I Am Using "FREE" Format

  ! NOTE 4: Had to Create New Folders Due to 90 Character Limitation per command line




  ! List all variables appearing in the database (8 characters or less): 105 Variables




  VARIABLE: NAMES ARE okcoderev okcode okcodep year eop cabinet bureau indadmin cfoact
            divided partch tyear t1 t2 t3 t4 lnemp subcom agenemp cprogr rcprogr bprogr
            wacprogr csaprogr rcsaprog bsaprogr wagaosa cnbprep rcnbprep wanbprep ccanrb
            rccanrb rccanrbsc bcanrb wacanrb cinna rcinna binna wainna ccarb rccarb bcarb
            wacarb cqstep rcqstep waqstep cnom rcnom bnom wanom relpart relsec1 relsec2
            relsec3 relsec4 totpart sec1 sec2 sec3 sec4 depart newbie oldhat numexpdp
            pctturn pctrnnew trnnwnw pctrexp trexex pctrold metpct notpct squalwg nqualwg
            gqualwg gqualco gqlwgco gsatsupm gsatabom scomp ncomp gcomp smiss nmiss gmiss
            shqualps nhqualps ghqualps coremiss bptwi efflead bptwin gsaacq gsafm gsahc
            gsait gsasyacq gsaparac gsasysfm gsaparfm gsasyshc gsaparhc gsasysit gsaparit
            acsscore;






  ! BSEM MODEL 6: BASELINE MODEL SPECIFICATION [16 TOTAL INDICATOR VARIABLES]



  ! DIFFERENTIATING AMONG MODEL 1 ORGANIZATIONAL PERFORMANCE INDICATORS
  ! [1ST DIMENSION: K=16]: SUB-DIMENSION ANALYSIS [F1A: K=10; F1B: K=6]





  ! F1A: 10 INDICATOR VARIABLES [gmiss gqualwg gqualco gcomp bptwi bptwin gsatsupm
  !                              gsatabom efflead pctturn2]

  ! F1B: 6 INDICATOR VARIABLES [gsaacq gsafm gsahc gsait sec2 sec3]





  ! NOTE 5: All Rating Indicators Below are Continuous Measures

  ! NOTE 6: ADD "AUXILIARY" OPTION TO ENSURE AGENCY PARENT CODES AND YEAR ARE INCLUDED
  !         IN BAYESIAN STATISTICS DATA OUTPUT FILE




  USEVARIABLES = gmiss gqualwg gqualco gcomp bptwi bptwin gsatsupm gsatabom efflead
                 gsaacq gsafm gsahc gsait pctturn sec2 sec3;


     MISSING = .;


  AUXILIARY = okcoderev okcodep year;





  ! Execute Bayesian SEM on PERFORMANCE LATENT DIMENSIONS



  ! Informative Priors on Unit Variance (1.0)

  ! Using Bayesian MCMC Methods To Conduct Multiple Imputation of Plausible Values


  ! NDATASETS = Number of imputed datasets used in the CFA-based analysis

  ! PLAUSIBLE = Summary statistics will be filed for latent variables

  ! SAVEDATA  = Save Summary Statistics and
  !             Bayesian Posterior Distributions from MODEL 6 [08-07-2025]



  ANALYSIS: ESTIMATOR = BAYES;
            ALGORITHM = GIBBS (PX1);
            FBITERATIONS = 100000;

  MODEL:    f1 BY gmiss
                  gqualwg
                  gqualco
                  gcomp
                  bptwi
                  bptwin
                  gsatsupm
                  gsatabom
                  efflead
                  pctturn;


            f2 BY gsaacq
                  gsafm
                  gsahc
                  gsait
                  sec2
                  sec3;



  DATA IMPUTATION:

            NDATASETS = 1000;


  SAVEDATA: FILE IS C:\Users\gk57526\Dropbox\AP_Mplus\Mplus Output\
                       bpsumstats.M6.08-07-2025.dat;

  SAVE = FSCORES(1000);



  ! MCMC DIAGNOSTICS:

  OUTPUT:   STANDARDIZED TECH1 TECH4 TECH16;

  PLOT:     TYPE = PLOT2;



*** WARNING
  Data set contains cases with missing on all variables.
  These cases were not included in the analysis.
  Number of cases with missing on all variables:  26
   1 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS



MODEL 6: MODEL: ORGANIZATIONAL PERFORMANCE DATABASE (AUGUST 6, 2025)

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        2479

Number of replications
    Requested                                                 1000
    Completed                                                 1000

Number of dependent variables                                   16
Number of independent variables                                  0
Number of continuous latent variables                            2

Observed dependent variables

  Continuous
   GMISS       GQUALWG     GQUALCO     GCOMP       BPTWI       BPTWIN
   GSATSUPM    GSATABOM    EFFLEAD     GSAACQ      GSAFM       GSAHC
   GSAIT       PCTTURN     SEC2        SEC3

Observed auxiliary variables
   OKCODEREV   OKCODEP     YEAR

Continuous latent variables
   F1          F2


Estimator                                                    BAYES
Specifications for Bayesian Estimation
  Point estimate                                            MEDIAN
  Number of Markov chain Monte Carlo (MCMC) chains               2
  Random seed for the first chain                                0
  Starting value information                           UNPERTURBED
  Algorithm used for Markov chain Monte Carlo           GIBBS(PX1)
  Fixed number of iterations                                100000
  K-th iteration used for thinning                               1
Specifications for Data Imputation
  Number of imputed data sets                                 1000
  Iteration intervals for thinning                             100

Input data file(s)
  C:\Users\gk57526\Dropbox\AP_Mplus\Mplus Data\kl_mplus_data_080625.dat
Input data format  FREE


SUMMARY OF DATA



SUMMARY OF MISSING DATA PATTERNS

     Number of missing data patterns            57


     MISSING DATA PATTERNS (x = not missing)

           1  2  3  4  5  6  7  8  9 10 11 12 13 14 15 16 17 18 19 20
 GMISS     x           x  x  x  x  x  x  x  x  x           x        x
 GQUALWG   x  x  x  x  x  x  x  x                 x  x  x  x
 GQUALCO   x                          x  x  x  x
 GCOMP     x  x  x                                   x  x
 BPTWI     x  x  x  x  x  x  x  x                 x           x
 BPTWIN    x                       x  x  x  x                    x  x
 GSATSUPM  x           x        x     x                             x
 GSATABOM  x           x        x     x                             x
 EFFLEAD   x  x  x                                      x
 GSAACQ    x                 x  x  x  x  x  x  x           x  x  x  x
 GSAFM     x                 x  x  x  x  x  x  x           x  x  x  x
 GSAHC     x                 x  x  x  x  x  x  x           x  x  x  x
 GSAIT     x                 x  x  x  x  x  x  x           x  x  x  x
 PCTTURN   x  x  x  x  x  x  x  x  x  x  x        x  x  x  x  x  x  x
 SEC2      x     x  x                                x  x
 SEC3      x     x  x                                x  x

          21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40
 GMISS                 x     x  x     x     x              x  x
 GQUALWG      x  x  x  x                                   x        x
 GQUALCO                     x  x           x
 GCOMP        x                                                     x
 BPTWI        x           x                    x           x     x
 BPTWIN    x                 x  x     x  x  x     x           x
 GSATSUPM                                                     x
 GSATABOM                                                     x
 EFFLEAD      x                                x        x        x  x
 GSAACQ    x                    x
 GSAFM     x
 GSAHC     x
 GSAIT     x                    x
 PCTTURN         x  x  x  x  x     x  x  x     x     x  x     x  x  x
 SEC2            x                                   x           x
 SEC3            x                                   x           x

          41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57
 GMISS     x     x  x        x  x           x        x
 GQUALWG      x        x              x                 x  x
 GQUALCO            x        x              x        x
 GCOMP        x        x                                x
 BPTWI     x                       x  x  x
 BPTWIN                      x
 GSATSUPM  x                 x  x                    x
 GSATABOM  x                 x  x                    x
 EFFLEAD                  x        x                    x
 GSAACQ                                     x  x  x  x
 GSAFM                                      x  x  x  x
 GSAHC                                      x  x  x  x
 GSAIT                                      x  x  x  x
 PCTTURN   x  x  x  x     x  x  x           x  x     x
 SEC2                     x        x                    x
 SEC3                     x        x                    x


     MISSING DATA PATTERN FREQUENCIES

    Pattern   Frequency     Pattern   Frequency     Pattern   Frequency
          1           0          20           4          39          16
          2          35          21          12          40           4
          3          50          22           4          41           3
          4         104          23           5          42           2
          5         115          24           6          43           2
          6         626          25          11          44           8
          7         139          26         285          45           1
          8          19          27          74          46           7
          9          72          28           1          47           4
         10          42          29         187          48           4
         11         130          30          42          49           2
         12          67          31          45          50           2
         13           1          32          15          51           1
         14          91          33          37          52           8
         15           5          34          29          53           8
         16           5          35          37          54           3
         17           2          36           6          55           1
         18          18          37           6          56           1
         19          71          38           2          57           2


COVARIANCE COVERAGE OF DATA

Minimum covariance coverage value   0.100


     PROPORTION OF DATA PRESENT


           Covariance Coverage
              GMISS         GQUALWG       GQUALCO       GCOMP         BPTWI
              ________      ________      ________      ________      ________
 GMISS          0.564
 GQUALWG        0.370         0.498
 GQUALCO        0.142         0.000         0.142
 GCOMP          0.000         0.043         0.000         0.043
 BPTWI          0.366         0.480         0.000         0.036         0.626
 BPTWIN         0.183         0.000         0.134         0.000         0.000
 GSATSUPM       0.078         0.054         0.019         0.000         0.055
 GSATABOM       0.078         0.054         0.019         0.000         0.055
 EFFLEAD        0.000         0.040         0.000         0.040         0.058
 GSAACQ         0.196         0.065         0.101         0.000         0.071
 GSAFM          0.196         0.065         0.100         0.000         0.071
 GSAHC          0.196         0.065         0.100         0.000         0.071
 GSAIT          0.196         0.065         0.101         0.000         0.071
 PCTTURN        0.528         0.492         0.108         0.041         0.620
 SEC2           0.000         0.069         0.000         0.025         0.069
 SEC3           0.000         0.069         0.000         0.025         0.069


           Covariance Coverage
              BPTWIN        GSATSUPM      GSATABOM      EFFLEAD       GSAACQ
              ________      ________      ________      ________      ________
 BPTWIN         0.246
 GSATSUPM       0.021         0.078
 GSATABOM       0.021         0.078         0.078
 EFFLEAD        0.000         0.000         0.000         0.067
 GSAACQ         0.161         0.027         0.027         0.000         0.241
 GSAFM          0.161         0.027         0.027         0.000         0.241
 GSAHC          0.161         0.027         0.027         0.000         0.241
 GSAIT          0.161         0.027         0.027         0.000         0.241
 PCTTURN        0.196         0.078         0.078         0.065         0.207
 SEC2           0.000         0.000         0.000         0.033         0.000
 SEC3           0.000         0.000         0.000         0.033         0.000


           Covariance Coverage
              GSAFM         GSAHC         GSAIT         PCTTURN       SEC2
              ________      ________      ________      ________      ________
 GSAFM          0.241
 GSAHC          0.241         0.241
 GSAIT          0.241         0.241         0.241
 PCTTURN        0.207         0.207         0.207         0.941
 SEC2           0.000         0.000         0.000         0.092         0.094
 SEC3           0.000         0.000         0.000         0.092         0.094


           Covariance Coverage
              SEC3
              ________
 SEC3           0.094



UNIVARIATE SAMPLE STATISTICS


     UNIVARIATE HIGHER-ORDER MOMENT DESCRIPTIVE STATISTICS

         Variable/         Mean/     Skewness/   Minimum/ % with                Percentiles
        Sample Size      Variance    Kurtosis    Maximum  Min/Max      20%/60%    40%/80%    Median

     GMISS                 3.979      -0.394       2.865    0.07%       3.789      3.935      3.999
            1398.000       0.060       0.669       4.661    0.07%       4.048      4.179
     GQUALWG               4.244      -0.081       3.809    0.08%       4.150      4.212      4.246
            1235.000       0.018       0.325       4.671    0.08%       4.275      4.351
     GQUALCO               4.333      -1.029       3.540    0.28%       4.228      4.303      4.345
             351.000       0.025       3.422       4.701    0.28%       4.389      4.448
     GCOMP                 3.654      -0.437       2.941    0.93%       3.468      3.628      3.669
             107.000       0.053       1.045       4.229    0.93%       3.709      3.814
     BPTWI                63.186      -0.489      24.800    0.06%      57.100     61.900     63.600
            1553.000      80.990       1.126      87.400    0.06%      65.400     69.700
     BPTWIN               70.046      -0.623      35.500    0.16%      63.600     69.100     70.650
             610.000      71.351       1.113      90.100    0.16%      72.200     76.800
     GSATSUPM              3.879       0.001       3.271    0.52%       3.715      3.827      3.888
             194.000       0.038       0.439       4.386    0.52%       3.917      4.025
     GSATABOM              3.449       0.148       2.726    0.52%       3.244      3.386      3.445
             194.000       0.063       0.062       4.112    0.52%       3.488      3.668
     EFFLEAD              52.955      -0.656      36.900    0.60%      48.898     52.100     53.812
             167.000      26.302       0.380      64.406    0.60%      55.190     56.900
     GSAACQ                4.739      -0.315       2.894    0.17%       4.382      4.652      4.735
             598.000       0.226       0.396       5.857    0.17%       4.845      5.118
     GSAFM                 5.083      -0.216       3.667    0.17%       4.789      5.000      5.096
             597.000       0.141       0.731       6.259    0.17%       5.185      5.390
     GSAHC                 4.579      -0.342       2.100    0.17%       4.114      4.467      4.608
             597.000       0.293       0.324       5.868    0.17%       4.734      5.047
     GSAIT                 5.255      -0.901       3.444    0.17%       4.934      5.245      5.337
             598.000       0.196       0.907       6.116    0.17%       5.405      5.615
     PCTTURN               0.071       5.563       0.000    0.90%       0.053      0.063      0.067
            2332.000       0.001      87.340       0.667    0.04%       0.072      0.084
     SEC2                  0.789      -1.283       0.000    0.86%       0.667      0.768      0.831
             232.000       0.033       2.437       1.001    0.86%       0.875      0.950
     SEC3                  0.837      -0.932       0.333    0.43%       0.715      0.834      0.858
             232.000       0.023       0.291       1.001   10.34%       0.900      1.000


THE MODEL ESTIMATION TERMINATED NORMALLY

     USE THE FBITERATIONS OPTION TO INCREASE THE NUMBER OF ITERATIONS BY A FACTOR
     OF AT LEAST TWO TO CHECK CONVERGENCE AND THAT THE PSR VALUE DOES NOT INCREASE.



MODEL FIT INFORMATION

Number of Free Parameters                              49

Bayesian Posterior Predictive Checking using Chi-Square

          95% Confidence Interval for the Difference Between
          the Observed and the Replicated Chi-Square Values

                                334.660           449.803

          Posterior Predictive P-Value              0.000

Information Criteria

          Deviance (DIC)                         3782.024
          Estimated Number of Parameters (pD)      48.921
          Bayesian (BIC)                         4066.751

RMSEA (Root Mean Square Error Of Approximation)

          Estimate                           0.032
          90 Percent C.I.                    0.029  0.034
          Probability RMSEA <= .05           1.000

CFI/TLI

          CFI                                0.937
          90 Percent C.I.                    0.928  0.947

          TLI                                0.927
          90 Percent C.I.                    0.917  0.938



MODEL RESULTS

                                Posterior  One-Tailed         95% C.I.
                    Estimate       S.D.      P-Value   Lower 2.5%  Upper 2.5%  Significance

 F1       BY
    GMISS              1.000       0.000      0.000       1.000       1.000
    GQUALWG            0.516       0.017      0.000       0.484       0.549      *
    GQUALCO            0.596       0.034      0.000       0.531       0.664      *
    GCOMP              1.485       0.114      0.000       1.272       1.718      *
    BPTWI             38.452       0.917      0.000      36.688      40.274      *
    BPTWIN            34.513       1.333      0.000      31.910      37.152      *
    GSATSUPM           0.902       0.052      0.000       0.805       1.009      *
    GSATABOM           1.185       0.064      0.000       1.061       1.309      *
    EFFLEAD           21.433       2.487      0.000      16.667      26.541      *
    PCTTURN           -0.011       0.003      0.000      -0.017      -0.005      *

 F2       BY
    GSAACQ             1.000       0.000      0.000       1.000       1.000
    GSAFM              0.857       0.048      0.000       0.769       0.957      *
    GSAHC              1.052       0.069      0.000       0.924       1.197      *
    GSAIT              0.565       0.055      0.000       0.462       0.675      *
    SEC2               0.410       0.057      0.000       0.309       0.532      *
    SEC3               0.326       0.047      0.000       0.242       0.423      *

 F2       WITH
    F1                 0.042       0.004      0.000       0.034       0.050      *

 Intercepts
    GMISS              3.961       0.006      0.000       3.950       3.973      *
    GQUALWG            4.265       0.004      0.000       4.258       4.272      *
    GQUALCO            4.262       0.008      0.000       4.247       4.278      *
    GCOMP              3.705       0.016      0.000       3.674       3.738      *
    BPTWI             64.745       0.220      0.000      64.315      65.178      *
    BPTWIN            66.204       0.323      0.000      65.571      66.830      *
    GSATSUPM           3.861       0.010      0.000       3.842       3.880      *
    GSATABOM           3.425       0.012      0.000       3.402       3.448      *
    EFFLEAD           53.908       0.375      0.000      53.162      54.637      *
    GSAACQ             4.686       0.019      0.000       4.648       4.724      *
    GSAFM              5.038       0.015      0.000       5.007       5.068      *
    GSAHC              4.524       0.022      0.000       4.480       4.567      *
    GSAIT              5.225       0.018      0.000       5.189       5.261      *
    PCTTURN            0.071       0.001      0.000       0.069       0.072      *
    SEC2               0.816       0.012      0.000       0.792       0.841      *
    SEC3               0.859       0.010      0.000       0.839       0.879      *

 Variances
    F1                 0.051       0.002      0.000       0.046       0.055      *
    F2                 0.134       0.013      0.000       0.109       0.162      *

 Residual Variances
    GMISS              0.012       0.001      0.000       0.011       0.014      *
    GQUALWG            0.007       0.000      0.000       0.007       0.008      *
    GQUALCO            0.010       0.001      0.000       0.008       0.012      *
    GCOMP              0.006       0.004      0.000       0.001       0.015      *
    BPTWI             13.757       1.145      0.000      11.627      16.151      *
    BPTWIN            17.716       1.995      0.000      14.115      21.938      *
    GSATSUPM           0.010       0.002      0.000       0.007       0.013      *
    GSATABOM           0.013       0.002      0.000       0.009       0.019      *
    EFFLEAD           15.443       2.145      0.000      11.734      20.117      *
    GSAACQ             0.096       0.008      0.000       0.081       0.112      *
    GSAFM              0.046       0.005      0.000       0.036       0.056      *
    GSAHC              0.150       0.011      0.000       0.129       0.173      *
    GSAIT              0.155       0.010      0.000       0.138       0.175      *
    PCTTURN            0.001       0.000      0.000       0.001       0.001      *
    SEC2               0.014       0.005      0.000       0.002       0.021      *
    SEC3               0.011       0.003      0.000       0.004       0.016      *


STANDARDIZED MODEL RESULTS


STDYX Standardization

                                Posterior  One-Tailed         95% C.I.
                    Estimate       S.D.      P-Value   Lower 2.5%  Upper 2.5%  Significance
 F1       BY
    GMISS              0.896       0.007      0.000       0.881       0.910      *
    GQUALWG            0.803       0.012      0.000       0.778       0.827      *
    GQUALCO            0.798       0.025      0.000       0.745       0.841      *
    GCOMP              0.974       0.017      0.000       0.930       0.997      *
    BPTWI              0.919       0.008      0.000       0.903       0.933      *
    BPTWIN             0.879       0.016      0.000       0.844       0.908      *
    GSATSUPM           0.900       0.020      0.000       0.854       0.933      *
    GSATABOM           0.919       0.018      0.000       0.878       0.948      *
    EFFLEAD            0.775       0.047      0.000       0.668       0.852      *
    PCTTURN           -0.086       0.025      0.000      -0.134      -0.037      *

 F2       BY
    GSAACQ             0.764       0.023      0.000       0.714       0.806      *
    GSAFM              0.827       0.022      0.000       0.782       0.866      *
    GSAHC              0.706       0.027      0.000       0.650       0.755      *
    GSAIT              0.465       0.037      0.000       0.390       0.534      *
    SEC2               0.786       0.083      0.000       0.631       0.972      *
    SEC3               0.754       0.081      0.000       0.593       0.912      *

 F2       WITH
    F1                 0.509       0.038      0.000       0.430       0.581      *

 Intercepts
    GMISS             15.768       0.280      0.000      15.224      16.318      *
    GQUALWG           29.504       0.606      0.000      28.333      30.709      *
    GQUALCO           25.319       0.923      0.000      23.548      27.171      *
    GCOMP             10.763       0.704      0.000       9.449      12.179      *
    BPTWI              6.874       0.121      0.000       6.639       7.113      *
    BPTWIN             7.492       0.220      0.000       7.069       7.928      *
    GSATSUPM          17.089       0.758      0.000      15.634      18.594      *
    GSATABOM          11.794       0.503      0.000      10.858      12.828      *
    EFFLEAD            8.650       0.562      0.000       7.588       9.798      *
    GSAACQ             9.769       0.295      0.000       9.207      10.359      *
    GSAFM             13.270       0.397      0.000      12.499      14.053      *
    GSAHC              8.281       0.248      0.000       7.799       8.773      *
    GSAIT             11.731       0.348      0.000      11.062      12.422      *
    PCTTURN            2.428       0.041      0.000       2.347       2.508      *
    SEC2               4.275       0.209      0.000       3.880       4.698      *
    SEC3               5.427       0.267      0.000       4.912       5.949      *

 Variances
    F1                 1.000       0.000      0.000       1.000       1.000
    F2                 1.000       0.000      0.000       1.000       1.000

 Residual Variances
    GMISS              0.197       0.013      0.000       0.172       0.224      *
    GQUALWG            0.355       0.020      0.000       0.317       0.395      *
    GQUALCO            0.364       0.039      0.000       0.292       0.445      *
    GCOMP              0.052       0.033      0.000       0.006       0.135      *
    BPTWI              0.155       0.014      0.000       0.130       0.184      *
    BPTWIN             0.227       0.028      0.000       0.176       0.287      *
    GSATSUPM           0.190       0.036      0.000       0.129       0.271      *
    GSATABOM           0.155       0.033      0.000       0.100       0.229      *
    EFFLEAD            0.399       0.071      0.000       0.274       0.554      *
    GSAACQ             0.416       0.036      0.000       0.350       0.489      *
    GSAFM              0.316       0.036      0.000       0.249       0.389      *
    GSAHC              0.502       0.037      0.000       0.431       0.578      *
    GSAIT              0.784       0.034      0.000       0.715       0.848      *
    PCTTURN            0.993       0.004      0.000       0.982       0.999      *
    SEC2               0.382       0.132      0.000       0.054       0.602      *
    SEC3               0.432       0.122      0.000       0.169       0.648      *


STDY Standardization

                                Posterior  One-Tailed         95% C.I.
                    Estimate       S.D.      P-Value   Lower 2.5%  Upper 2.5%  Significance
 F1       BY
    GMISS              0.896       0.007      0.000       0.881       0.910      *
    GQUALWG            0.803       0.012      0.000       0.778       0.827      *
    GQUALCO            0.798       0.025      0.000       0.745       0.841      *
    GCOMP              0.974       0.017      0.000       0.930       0.997      *
    BPTWI              0.919       0.008      0.000       0.903       0.933      *
    BPTWIN             0.879       0.016      0.000       0.844       0.908      *
    GSATSUPM           0.900       0.020      0.000       0.854       0.933      *
    GSATABOM           0.919       0.018      0.000       0.878       0.948      *
    EFFLEAD            0.775       0.047      0.000       0.668       0.852      *
    PCTTURN           -0.086       0.025      0.000      -0.134      -0.037      *

 F2       BY
    GSAACQ             0.764       0.023      0.000       0.714       0.806      *
    GSAFM              0.827       0.022      0.000       0.782       0.866      *
    GSAHC              0.706       0.027      0.000       0.650       0.755      *
    GSAIT              0.465       0.037      0.000       0.390       0.534      *
    SEC2               0.786       0.083      0.000       0.631       0.972      *
    SEC3               0.754       0.081      0.000       0.593       0.912      *

 F2       WITH
    F1                 0.509       0.038      0.000       0.430       0.581      *

 Intercepts
    GMISS             15.768       0.280      0.000      15.224      16.318      *
    GQUALWG           29.504       0.606      0.000      28.333      30.709      *
    GQUALCO           25.319       0.923      0.000      23.548      27.171      *
    GCOMP             10.763       0.704      0.000       9.449      12.179      *
    BPTWI              6.874       0.121      0.000       6.639       7.113      *
    BPTWIN             7.492       0.220      0.000       7.069       7.928      *
    GSATSUPM          17.089       0.758      0.000      15.634      18.594      *
    GSATABOM          11.794       0.503      0.000      10.858      12.828      *
    EFFLEAD            8.650       0.562      0.000       7.588       9.798      *
    GSAACQ             9.769       0.295      0.000       9.207      10.359      *
    GSAFM             13.270       0.397      0.000      12.499      14.053      *
    GSAHC              8.281       0.248      0.000       7.799       8.773      *
    GSAIT             11.731       0.348      0.000      11.062      12.422      *
    PCTTURN            2.428       0.041      0.000       2.347       2.508      *
    SEC2               4.275       0.209      0.000       3.880       4.698      *
    SEC3               5.427       0.267      0.000       4.912       5.949      *

 Variances
    F1                 1.000       0.000      0.000       1.000       1.000
    F2                 1.000       0.000      0.000       1.000       1.000

 Residual Variances
    GMISS              0.197       0.013      0.000       0.172       0.224      *
    GQUALWG            0.355       0.020      0.000       0.317       0.395      *
    GQUALCO            0.364       0.039      0.000       0.292       0.445      *
    GCOMP              0.052       0.033      0.000       0.006       0.135      *
    BPTWI              0.155       0.014      0.000       0.130       0.184      *
    BPTWIN             0.227       0.028      0.000       0.176       0.287      *
    GSATSUPM           0.190       0.036      0.000       0.129       0.271      *
    GSATABOM           0.155       0.033      0.000       0.100       0.229      *
    EFFLEAD            0.399       0.071      0.000       0.274       0.554      *
    GSAACQ             0.416       0.036      0.000       0.350       0.489      *
    GSAFM              0.316       0.036      0.000       0.249       0.389      *
    GSAHC              0.502       0.037      0.000       0.431       0.578      *
    GSAIT              0.784       0.034      0.000       0.715       0.848      *
    PCTTURN            0.993       0.004      0.000       0.982       0.999      *
    SEC2               0.382       0.132      0.000       0.054       0.602      *
    SEC3               0.432       0.122      0.000       0.169       0.648      *


STD Standardization

                                Posterior  One-Tailed         95% C.I.
                    Estimate       S.D.      P-Value   Lower 2.5%  Upper 2.5%  Significance
 F1       BY
    GMISS              0.225       0.005      0.000       0.215       0.235      *
    GQUALWG            0.116       0.004      0.000       0.109       0.123      *
    GQUALCO            0.134       0.008      0.000       0.120       0.149      *
    GCOMP              0.335       0.025      0.000       0.287       0.387      *
    BPTWI              8.657       0.189      0.000       8.289       9.031      *
    BPTWIN             7.769       0.301      0.000       7.181       8.357      *
    GSATSUPM           0.203       0.012      0.000       0.181       0.227      *
    GSATABOM           0.267       0.014      0.000       0.238       0.295      *
    EFFLEAD            4.827       0.552      0.000       3.753       5.945      *
    PCTTURN           -0.002       0.001      0.000      -0.004      -0.001      *

 F2       BY
    GSAACQ             0.366       0.018      0.000       0.331       0.402      *
    GSAFM              0.314       0.014      0.000       0.286       0.343      *
    GSAHC              0.385       0.022      0.000       0.344       0.428      *
    GSAIT              0.207       0.019      0.000       0.170       0.245      *
    SEC2               0.150       0.020      0.000       0.114       0.190      *
    SEC3               0.119       0.016      0.000       0.090       0.152      *

 F2       WITH
    F1                 0.509       0.038      0.000       0.430       0.581      *

 Intercepts
    GMISS              3.961       0.006      0.000       3.950       3.973      *
    GQUALWG            4.265       0.004      0.000       4.258       4.272      *
    GQUALCO            4.262       0.008      0.000       4.247       4.278      *
    GCOMP              3.705       0.016      0.000       3.674       3.738      *
    BPTWI             64.745       0.220      0.000      64.315      65.178      *
    BPTWIN            66.204       0.323      0.000      65.571      66.830      *
    GSATSUPM           3.861       0.010      0.000       3.842       3.880      *
    GSATABOM           3.425       0.012      0.000       3.402       3.448      *
    EFFLEAD           53.908       0.375      0.000      53.162      54.637      *
    GSAACQ             4.686       0.019      0.000       4.648       4.724      *
    GSAFM              5.038       0.015      0.000       5.007       5.068      *
    GSAHC              4.524       0.022      0.000       4.480       4.567      *
    GSAIT              5.225       0.018      0.000       5.189       5.261      *
    PCTTURN            0.071       0.001      0.000       0.069       0.072      *
    SEC2               0.816       0.012      0.000       0.792       0.841      *
    SEC3               0.859       0.010      0.000       0.839       0.879      *

 Variances
    F1                 1.000       0.000      0.000       1.000       1.000
    F2                 1.000       0.000      0.000       1.000       1.000

 Residual Variances
    GMISS              0.012       0.001      0.000       0.011       0.014      *
    GQUALWG            0.007       0.000      0.000       0.007       0.008      *
    GQUALCO            0.010       0.001      0.000       0.008       0.012      *
    GCOMP              0.006       0.004      0.000       0.001       0.015      *
    BPTWI             13.757       1.145      0.000      11.627      16.151      *
    BPTWIN            17.716       1.995      0.000      14.115      21.938      *
    GSATSUPM           0.010       0.002      0.000       0.007       0.013      *
    GSATABOM           0.013       0.002      0.000       0.009       0.019      *
    EFFLEAD           15.443       2.145      0.000      11.734      20.117      *
    GSAACQ             0.096       0.008      0.000       0.081       0.112      *
    GSAFM              0.046       0.005      0.000       0.036       0.056      *
    GSAHC              0.150       0.011      0.000       0.129       0.173      *
    GSAIT              0.155       0.010      0.000       0.138       0.175      *
    PCTTURN            0.001       0.000      0.000       0.001       0.001      *
    SEC2               0.014       0.005      0.000       0.002       0.021      *
    SEC3               0.011       0.003      0.000       0.004       0.016      *


R-SQUARE

                                Posterior  One-Tailed         95% C.I.
    Variable        Estimate       S.D.      P-Value   Lower 2.5%  Upper 2.5%

    GMISS              0.803       0.013      0.000       0.776       0.828
    GQUALWG            0.645       0.020      0.000       0.605       0.683
    GQUALCO            0.636       0.039      0.000       0.555       0.708
    GCOMP              0.948       0.033      0.000       0.865       0.994
    BPTWI              0.845       0.014      0.000       0.816       0.870
    BPTWIN             0.773       0.028      0.000       0.713       0.824
    GSATSUPM           0.810       0.036      0.000       0.729       0.871
    GSATABOM           0.845       0.033      0.000       0.771       0.900
    EFFLEAD            0.601       0.071      0.000       0.446       0.726
    GSAACQ             0.584       0.036      0.000       0.511       0.650
    GSAFM              0.684       0.036      0.000       0.611       0.751
    GSAHC              0.498       0.037      0.000       0.422       0.569
    GSAIT              0.216       0.034      0.000       0.152       0.285
    PCTTURN            0.007       0.004      0.000       0.001       0.018
    SEC2               0.618       0.132      0.000       0.398       0.946
    SEC3               0.568       0.122      0.000       0.352       0.831


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION


           NU
              GMISS         GQUALWG       GQUALCO       GCOMP         BPTWI
              ________      ________      ________      ________      ________
                    1             2             3             4             5


           NU
              BPTWIN        GSATSUPM      GSATABOM      EFFLEAD       GSAACQ
              ________      ________      ________      ________      ________
                    6             7             8             9            10


           NU
              GSAFM         GSAHC         GSAIT         PCTTURN       SEC2
              ________      ________      ________      ________      ________
                   11            12            13            14            15


           NU
              SEC3
              ________
                   16


           LAMBDA
              F1            F2
              ________      ________
 GMISS              0             0
 GQUALWG           17             0
 GQUALCO           18             0
 GCOMP             19             0
 BPTWI             20             0
 BPTWIN            21             0
 GSATSUPM          22             0
 GSATABOM          23             0
 EFFLEAD           24             0
 GSAACQ             0             0
 GSAFM              0            25
 GSAHC              0            26
 GSAIT              0            27
 PCTTURN           28             0
 SEC2               0            29
 SEC3               0            30


           THETA
              GMISS         GQUALWG       GQUALCO       GCOMP         BPTWI
              ________      ________      ________      ________      ________
 GMISS             31
 GQUALWG            0            32
 GQUALCO            0             0            33
 GCOMP              0             0             0            34
 BPTWI              0             0             0             0            35
 BPTWIN             0             0             0             0             0
 GSATSUPM           0             0             0             0             0
 GSATABOM           0             0             0             0             0
 EFFLEAD            0             0             0             0             0
 GSAACQ             0             0             0             0             0
 GSAFM              0             0             0             0             0
 GSAHC              0             0             0             0             0
 GSAIT              0             0             0             0             0
 PCTTURN            0             0             0             0             0
 SEC2               0             0             0             0             0
 SEC3               0             0             0             0             0


           THETA
              BPTWIN        GSATSUPM      GSATABOM      EFFLEAD       GSAACQ
              ________      ________      ________      ________      ________
 BPTWIN            36
 GSATSUPM           0            37
 GSATABOM           0             0            38
 EFFLEAD            0             0             0            39
 GSAACQ             0             0             0             0            40
 GSAFM              0             0             0             0             0
 GSAHC              0             0             0             0             0
 GSAIT              0             0             0             0             0
 PCTTURN            0             0             0             0             0
 SEC2               0             0             0             0             0
 SEC3               0             0             0             0             0


           THETA
              GSAFM         GSAHC         GSAIT         PCTTURN       SEC2
              ________      ________      ________      ________      ________
 GSAFM             41
 GSAHC              0            42
 GSAIT              0             0            43
 PCTTURN            0             0             0            44
 SEC2               0             0             0             0            45
 SEC3               0             0             0             0             0


           THETA
              SEC3
              ________
 SEC3              46


           ALPHA
              F1            F2
              ________      ________
                    0             0


           BETA
              F1            F2
              ________      ________
 F1                 0             0
 F2                 0             0


           PSI
              F1            F2
              ________      ________
 F1                47
 F2                48            49


     STARTING VALUES


           NU
              GMISS         GQUALWG       GQUALCO       GCOMP         BPTWI
              ________      ________      ________      ________      ________
                3.979         4.244         4.333         3.654        63.186


           NU
              BPTWIN        GSATSUPM      GSATABOM      EFFLEAD       GSAACQ
              ________      ________      ________      ________      ________
               70.046         3.879         3.449        52.955         4.739


           NU
              GSAFM         GSAHC         GSAIT         PCTTURN       SEC2
              ________      ________      ________      ________      ________
                5.083         4.579         5.255         0.071         0.789


           NU
              SEC3
              ________
                0.837


           LAMBDA
              F1            F2
              ________      ________
 GMISS          1.000         0.000
 GQUALWG        1.000         0.000
 GQUALCO        1.000         0.000
 GCOMP          1.000         0.000
 BPTWI          1.000         0.000
 BPTWIN         1.000         0.000
 GSATSUPM       1.000         0.000
 GSATABOM       1.000         0.000
 EFFLEAD        1.000         0.000
 GSAACQ         0.000         1.000
 GSAFM          0.000         1.000
 GSAHC          0.000         1.000
 GSAIT          0.000         1.000
 PCTTURN        1.000         0.000
 SEC2           0.000         1.000
 SEC3           0.000         1.000


           THETA
              GMISS         GQUALWG       GQUALCO       GCOMP         BPTWI
              ________      ________      ________      ________      ________
 GMISS          0.030
 GQUALWG        0.000         0.009
 GQUALCO        0.000         0.000         0.012
 GCOMP          0.000         0.000         0.000         0.026
 BPTWI          0.000         0.000         0.000         0.000        40.495
 BPTWIN         0.000         0.000         0.000         0.000         0.000
 GSATSUPM       0.000         0.000         0.000         0.000         0.000
 GSATABOM       0.000         0.000         0.000         0.000         0.000
 EFFLEAD        0.000         0.000         0.000         0.000         0.000
 GSAACQ         0.000         0.000         0.000         0.000         0.000
 GSAFM          0.000         0.000         0.000         0.000         0.000
 GSAHC          0.000         0.000         0.000         0.000         0.000
 GSAIT          0.000         0.000         0.000         0.000         0.000
 PCTTURN        0.000         0.000         0.000         0.000         0.000
 SEC2           0.000         0.000         0.000         0.000         0.000
 SEC3           0.000         0.000         0.000         0.000         0.000


           THETA
              BPTWIN        GSATSUPM      GSATABOM      EFFLEAD       GSAACQ
              ________      ________      ________      ________      ________
 BPTWIN        35.676
 GSATSUPM       0.000         0.019
 GSATABOM       0.000         0.000         0.031
 EFFLEAD        0.000         0.000         0.000        13.151
 GSAACQ         0.000         0.000         0.000         0.000         0.113
 GSAFM          0.000         0.000         0.000         0.000         0.000
 GSAHC          0.000         0.000         0.000         0.000         0.000
 GSAIT          0.000         0.000         0.000         0.000         0.000
 PCTTURN        0.000         0.000         0.000         0.000         0.000
 SEC2           0.000         0.000         0.000         0.000         0.000
 SEC3           0.000         0.000         0.000         0.000         0.000


           THETA
              GSAFM         GSAHC         GSAIT         PCTTURN       SEC2
              ________      ________      ________      ________      ________
 GSAFM          0.070
 GSAHC          0.000         0.146
 GSAIT          0.000         0.000         0.098
 PCTTURN        0.000         0.000         0.000         0.000
 SEC2           0.000         0.000         0.000         0.000         0.016
 SEC3           0.000         0.000         0.000         0.000         0.000


           THETA
              SEC3
              ________
 SEC3           0.011


           ALPHA
              F1            F2
              ________      ________
                0.000         0.000


           BETA
              F1            F2
              ________      ________
 F1             0.000         0.000
 F2             0.000         0.000


           PSI
              F1            F2
              ________      ________
 F1             1.000
 F2             0.000         1.000



     PRIORS FOR ALL PARAMETERS            PRIOR MEAN      PRIOR VARIANCE     PRIOR STD. DEV.

     Parameter 1~N(0.000,infinity)           0.0000            infinity            infinity
     Parameter 2~N(0.000,infinity)           0.0000            infinity            infinity
     Parameter 3~N(0.000,infinity)           0.0000            infinity            infinity
     Parameter 4~N(0.000,infinity)           0.0000            infinity            infinity
     Parameter 5~N(0.000,infinity)           0.0000            infinity            infinity
     Parameter 6~N(0.000,infinity)           0.0000            infinity            infinity
     Parameter 7~N(0.000,infinity)           0.0000            infinity            infinity
     Parameter 8~N(0.000,infinity)           0.0000            infinity            infinity
     Parameter 9~N(0.000,infinity)           0.0000            infinity            infinity
     Parameter 10~N(0.000,infinity)          0.0000            infinity            infinity
     Parameter 11~N(0.000,infinity)          0.0000            infinity            infinity
     Parameter 12~N(0.000,infinity)          0.0000            infinity            infinity
     Parameter 13~N(0.000,infinity)          0.0000            infinity            infinity
     Parameter 14~N(0.000,infinity)          0.0000            infinity            infinity
     Parameter 15~N(0.000,infinity)          0.0000            infinity            infinity
     Parameter 16~N(0.000,infinity)          0.0000            infinity            infinity
     Parameter 17~N(0.000,infinity)          0.0000            infinity            infinity
     Parameter 18~N(0.000,infinity)          0.0000            infinity            infinity
     Parameter 19~N(0.000,infinity)          0.0000            infinity            infinity
     Parameter 20~N(0.000,infinity)          0.0000            infinity            infinity
     Parameter 21~N(0.000,infinity)          0.0000            infinity            infinity
     Parameter 22~N(0.000,infinity)          0.0000            infinity            infinity
     Parameter 23~N(0.000,infinity)          0.0000            infinity            infinity
     Parameter 24~N(0.000,infinity)          0.0000            infinity            infinity
     Parameter 25~N(0.000,infinity)          0.0000            infinity            infinity
     Parameter 26~N(0.000,infinity)          0.0000            infinity            infinity
     Parameter 27~N(0.000,infinity)          0.0000            infinity            infinity
     Parameter 28~N(0.000,infinity)          0.0000            infinity            infinity
     Parameter 29~N(0.000,infinity)          0.0000            infinity            infinity
     Parameter 30~N(0.000,infinity)          0.0000            infinity            infinity
     Parameter 31~IG(-1.000,0.000)         infinity            infinity            infinity
     Parameter 32~IG(-1.000,0.000)         infinity            infinity            infinity
     Parameter 33~IG(-1.000,0.000)         infinity            infinity            infinity
     Parameter 34~IG(-1.000,0.000)         infinity            infinity            infinity
     Parameter 35~IG(-1.000,0.000)         infinity            infinity            infinity
     Parameter 36~IG(-1.000,0.000)         infinity            infinity            infinity
     Parameter 37~IG(-1.000,0.000)         infinity            infinity            infinity
     Parameter 38~IG(-1.000,0.000)         infinity            infinity            infinity
     Parameter 39~IG(-1.000,0.000)         infinity            infinity            infinity
     Parameter 40~IG(-1.000,0.000)         infinity            infinity            infinity
     Parameter 41~IG(-1.000,0.000)         infinity            infinity            infinity
     Parameter 42~IG(-1.000,0.000)         infinity            infinity            infinity
     Parameter 43~IG(-1.000,0.000)         infinity            infinity            infinity
     Parameter 44~IG(-1.000,0.000)         infinity            infinity            infinity
     Parameter 45~IG(-1.000,0.000)         infinity            infinity            infinity
     Parameter 46~IG(-1.000,0.000)         infinity            infinity            infinity
     Parameter 47~IW(0.000,-3)             infinity            infinity            infinity
     Parameter 48~IW(0.000,-3)             infinity            infinity            infinity
     Parameter 49~IW(0.000,-3)             infinity            infinity            infinity


TECHNICAL 4 OUTPUT


     ESTIMATES DERIVED FROM THE MODEL


           ESTIMATED MEANS FOR THE LATENT VARIABLES
              F1            F2
              ________      ________
                0.000         0.000


           ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
              F1            F2
              ________      ________
 F1             0.051
 F2             0.042         0.134


           ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
              F1            F2
              ________      ________
 F1             1.000
 F2             0.507         1.000


TECHNICAL 16 OUTPUT


     Testing significance of variance components


     Parameter     BF for <0.0001    BF for <0.001    BF for <0.01    BF for <0.1




SUMMARIES OF PLAUSIBLE VALUES (N = NUMBER OF OBSERVATIONS * NUMBER OF IMPUTATIONS)


     SAMPLE STATISTICS


           Means
              F1            F2
              ________      ________
                0.000         0.000


           Covariances
              F1            F2
              ________      ________
 F1             0.051
 F2             0.042         0.135


           Correlations
              F1            F2
              ________      ________
 F1             1.000
 F2             0.511         1.000


SUMMARY OF PLAUSIBLE STANDARD DEVIATION (N = NUMBER OF OBSERVATIONS)


     SAMPLE STATISTICS


           Means
              F1_SD         F2_SD
              ________      ________
                0.086         0.271


           Covariances
              F1_SD         F2_SD
              ________      ________
 F1_SD          0.002
 F2_SD          0.001         0.007


           Correlations
              F1_SD         F2_SD
              ________      ________
 F1_SD          1.000
 F2_SD          0.249         1.000


PLOT INFORMATION

The following plots are available:

  Bayesian posterior parameter distributions
  Bayesian posterior parameter trace plots
  Bayesian autocorrelation plots
  Bayesian posterior predictive checking scatterplots
  Bayesian posterior predictive checking distribution plots

SAVEDATA INFORMATION


  Save file
    C:\Users\gk57526\Dropbox\AP_Mplus\Mplus Output\ bpsumstats.M6.08-07-2025.dat

  Order and format of variables

    GMISS                            F10.3
    GQUALWG                          F10.3
    GQUALCO                          F10.3
    GCOMP                            F10.3
    BPTWI                            F10.3
    BPTWIN                           F10.3
    GSATSUPM                         F10.3
    GSATABOM                         F10.3
    EFFLEAD                          F10.3
    GSAACQ                           F10.3
    GSAFM                            F10.3
    GSAHC                            F10.3
    GSAIT                            F10.3
    PCTTURN                          F10.3
    SEC2                             F10.3
    SEC3                             F10.3
    OKCODERE                         F10.3
    OKCODEP                          F10.3
    YEAR                             F10.3
    F1 Mean                          F10.3
    F1 Median                        F10.3
    F1 Standard Deviation            F10.3
    F1 2.5% Value                    F10.3
    F1 97.5% Value                   F10.3
    F2 Mean                          F10.3
    F2 Median                        F10.3
    F2 Standard Deviation            F10.3
    F2 2.5% Value                    F10.3
    F2 97.5% Value                   F10.3

  Save file format
    29F10.3

  Save file record length    10000

  Save missing symbol        *


DIAGRAM INFORMATION

  Use View Diagram under the Diagram menu in the Mplus Editor to view the diagram.
  If running Mplus from the Mplus Diagrammer, the diagram opens automatically.

  Diagram output
    c:\users\gk57526\dropbox\ap_mplus\mplus code\kl_mplus_bsem_08-07-25.m6.dgm

     Beginning Time:  14:08:15
        Ending Time:  15:35:00
       Elapsed Time:  01:26:45



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